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DESCRIBE THE JOB702 SERVERS / PUBLISHED CAPABILITIES
THE DIRECTORY

Your next connection.

581 servers match your filters

Stars, downloads & growth
POPULARITY RANK 542

Watch Skill

Turns videos, screen recordings and live sessions into searchable, timestamped evidence

LocalCan change things
561GitHub stars
2.1k/moPyPI downloads
44popularity score
POPULARITY RANK 543

autocontext

Agent evaluation and self-improvement harness exposed to MCP clients as scenarios, runs and judges

LocalCan change things
1.3kGitHub stars
209/wknpm downloads
43popularity score
POPULARITY RANK 544

BetterDB MCP server

OFFICIAL SERVER

Query a BetterDB monitor's Valkey and Redis metrics, slowlogs, hot keys and cache proposals from a chat

LocalCan change things
1.3kGitHub stars
80/wknpm downloads
43popularity score
POPULARITY RANK 545

MartinLoop

Puts budgets, verifier gates and run receipts around coding-agent jobs started from an MCP host

LocalCan change things
296GitHub stars
487/wknpm downloads
43popularity score
POPULARITY RANK 546

Apple Photos MCP Server

Search, inspect and export photos from the macOS Photos library, with optional album and metadata edits

LocalCan change things
44GitHub stars
761/wknpm downloads
43popularity score
POPULARITY RANK 547

Kraken CLI MCP Server

OFFICIAL SERVER

Kraken's own trading CLI served as a local stdio MCP server for market data, balances and live or paper orders

LocalCan change things
804GitHub stars
43popularity score
POPULARITY RANK 548

Docling MCP

OFFICIAL SERVER

Turns PDFs, Office files and web pages into structured Docling documents, and builds or edits them

LocalCan change things
787GitHub stars
43popularity score
POPULARITY RANK 549

flutter-skill

End-to-end testing of running Flutter, mobile, desktop and web apps driven through MCP tools

LocalCan change things
403GitHub stars
199/wknpm downloads
43popularity score
POPULARITY RANK 550

Goshen Email MCP server

OFFICIAL SERVER

Gives an assistant its own email inbox to send, receive, search and reply to mail in threads.

RemoteCan change things
182GitHub stars
42popularity score
KNOW BEFORE YOU CONNECT

Capabilities.
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CAPABILITIES, WITH EVIDENCE

Start with the task.
Follow the evidence.

Search covers 702 current records and 16,610 published tools. It reads your words and their meaning, and compares both with every server's name, description and individual tools. A misspelt name is read as the nearest one we list, and a package or repository name finds its server directly.

Each result shows the published passage that matched, with your words marked. “Close in meaning” marks a passage that says the same thing in other words. A match is a reason to look at a server, not a guarantee that it will complete your task.

Words such as “official”, “hosted”, “runs locally”, “in Python” or “read only” in your task are applied as filters and said back above the results. “Reads only” uses the record’s explicit access summary. It is not a security certification. Review the full server page and its dated sources before connecting.

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